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An intelligent integrative assistive system for dyslexic learners

JOURNAL OF ASSISTIVE TECHNOLOGIES 2013年第3期7卷 172-187页

作者： Ndombo, Daniel Mpia Ojo, Sunday Osunmakinde, Isaac O. Tshwane Univ Technol Dept Comp Sci Pretoria South Africa ICT Pretoria South Africa Univ South Africa Coll Sci Engn & Technol Sch Comp Semant Comp Grp Pretoria South Africa

Purpose - The objective of this paper is to present a comprehensive literature survey on dyslexic learners and to propose a model for integrated assistive technology of dyslexic learners. Design/methodology/approach - The use of the proposed model through real-life scenarios categorized as "phonological, reading and writing scenarios". We have also surveyed some systems for use with dyslexic learners currently in use and have compared them on the basis of number of barriers, technological innovation, age group and fostering. Findings - Dyslexic learners are characterized by slow learning, poor handwriting, poor spelling skills and difficulties in planning, organizing, revising and editing texts;technology plays a major role in the educational environment;it has become crucial in impacting knowledge across the globe;and open research issues and challenges that have to be addressed in the design of the current dyslexic system have been presented in detail. Research limitations/implications - Full implementation of the proposed model and its application in developing countries. Practical implications - The system improves the phonological awareness, reading and writing skills of dyslexic learners and it provides a solution for children as well as adults with dyslexia. Social implications - This survey can be used as a reference guide to understand learning barriers and intelligent systems for dyslexic learners and to promote the use of these in schools for those with learning disabilities who need assistive technologies. Originality/value - Development of a newly proposed integrated intelligent assistive system for dyslexic learners;knowledge generation as a reference guide to understand dyslexic learning ability in general and an intelligent assistive dyslexic system in particular;and survey of open research issues and challenges to further research in intelligent dyslexic systems.

关键词： Dyslexia Assistive intelligent model Machine learning algorithm game theory and visualization concepts Learning

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